Display Abstract

Title Inverse problems in spaces of measures

Name Kristian Bredies
Country Austria
Email kristian.bredies@uni-graz.at
Co-Author(s) Hanna K. Pikkarainen
Submit Time 2014-02-28 06:59:46
Session
Special Session 48: Sparse optimization and optimal control in dynamical systems and PDEs
Contents
In the talk, the ill-posed problem of solving linear equations in the space of vector-valued finite Radon measures and Hilbert-space data is addressed. Well-posedness of Tikhonov-regularization with the Radon norm as well as further regularization properties and optimality conditions are discussed. Moreover, a flexible and convergent optimization algorithm in the space of measures is proposed. As an example, analysis and numerical experiments for sparse deconvolution are presented. For this problem, optimization in the space of Radon measures turns out to be a suitable and effective approach.